2026
Hierarchical Frequency-Guided Alignment Transformer for Compressed Video Quality Enhancement
AAAI 2026technical
During the video encoding process, the original spatial domain signal is first transformed into the frequency domain, followed by quantization and compression. As a result, the quality degradation in compressed videos primarily stems from distortions in the frequency domain information. However, exi